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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

449 listings found

2006 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Chevrolet Equinox LS

Dighton, KS

UnscoredInsufficient · 0
$3,400163,112 mi

Dighton, KS

2004 GMC Envoy SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 GMC Envoy SLE

Dighton, KS

UnscoredInsufficient · 0
$3,950210,000 mi

Dighton, KS

2003 Ford Expedition Eddie Bauer

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Expedition Eddie Bauer

Dighton, KS

UnscoredInsufficient · 0
$4,000288,000 mi

Dighton, KS

2010 Honda Pilot EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Honda Pilot EX-L

Dighton, KS

UnscoredInsufficient · 0
$5,500215,000 mi

Dighton, KS

2009 Ford Escape XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Escape XLT

Dighton, KS

UnscoredInsufficient · 0
$5,950106,000 mi

Dighton, KS

2008 Chevrolet Suburban LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Suburban LS

Dighton, KS

UnscoredInsufficient · 0
$6,600219,000 mi

Dighton, KS

2006 Toyota RAV4 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Toyota RAV4 Base

Garden City, KS

UnscoredInsufficient · 4
$6,999184,698 mi

Comparison: 4 similar vehicles

Garden City, KS

2006 GMC Yukon XL SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 GMC Yukon XL SLE

Dighton, KS

UnscoredInsufficient · 0
$7,000287,000 mi

Dighton, KS

2003 Chevrolet Tahoe LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Chevrolet Tahoe LS

Dighton, KS

UnscoredInsufficient · 0
$7,000Mileage not verified

Dighton, KS

2017 Ford Explorer Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Explorer Base

Garden City, KS

UnscoredLimited · 6
$7,600141,181 mi

Comparison: 6 similar vehicles

Garden City, KS

2007 Chevrolet TrailBlazer LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet TrailBlazer LS

Dighton, KS

UnscoredInsufficient · 0
$7,700140,000 mi

Dighton, KS

2016 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Kia Sorento LX

Garden City, KS

UnscoredLimited · 5
$7,995120,641 mi

Comparison: 5 similar vehicles

Garden City, KS

2012 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox 1LT

Garden City, KS

UnscoredInsufficient · 0
$7,995131,277 mi

Garden City, KS

2008 BMW X5 4.8i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 BMW X5 4.8i

Garden City, KS

UnscoredInsufficient · 0
$7,999Mileage not verified

Garden City, KS

2012 Dodge Durango Crew

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Durango Crew

Dighton, KS

UnscoredInsufficient · 0
$8,000187,000 mi

Dighton, KS

2017 Hyundai Santa Fe Sport 2.0T

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Santa Fe Sport 2.0T

Garden City, KS

UnscoredInsufficient · 0
$8,495165,636 mi

Garden City, KS

2014 Ford Explorer Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Explorer Sport

Dighton, KS

UnscoredInsufficient · 0
$8,500146,219 mi

Dighton, KS

2017 Jeep Compass Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Jeep Compass Latitude

Garden City, KS

UnscoredInsufficient · 0
$8,980151,140 mi

Garden City, KS

2013 Ford Explorer Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Explorer Limited

Garden City, KS

UnscoredInsufficient · 4
$8,995156,194 mi

Comparison: 4 similar vehicles

Garden City, KS

2020 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford Escape SE

Garden City, KS

UnscoredInsufficient · 4
$8,999224,072 mi

Comparison: 4 similar vehicles

Garden City, KS

2015 Acura MDX Technology Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Acura MDX Technology Package

Garden City, KS

UnscoredInsufficient · 0
$8,999217,392 mi

Garden City, KS

2014 GMC Acadia Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 GMC Acadia Denali

Garden City, KS

UnscoredInsufficient · 0
$8,999204,180 mi

Garden City, KS

2007 Chevrolet Tahoe LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Tahoe LS

Oakley, KS

UnscoredInsufficient · 0
$8,999175,850 mi

Oakley, KS

2007 Chevrolet Suburban LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Suburban LT

Oakley, KS

UnscoredInsufficient · 0
$9,000208,000 mi

Oakley, KS

2012 Chevrolet Suburban LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Suburban LTZ

Dighton, KS

UnscoredInsufficient · 0
$9,100220,000 mi

Dighton, KS

2015 Jeep Grand Cherokee Laredo E

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Grand Cherokee Laredo E

Dighton, KS

UnscoredInsufficient · 0
$9,500160,140 mi

Dighton, KS

2017 Ford Explorer Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Explorer Limited

Oakley, KS

UnscoredInsufficient · 0
$9,900169,304 mi

Oakley, KS

2016 GMC Yukon XL Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 GMC Yukon XL Denali

Scott City, KS

UnscoredInsufficient · 3
$9,900212,109 mi

Comparison: 3 similar vehicles

Scott City, KS

2017 GMC Acadia Denali

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 GMC Acadia Denali

Garden City, KS

UnscoredLimited · 14
$9,980172,755 mi

Comparison: 14 similar vehicles

Garden City, KS

2018 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Escape SE

Garden City, KS

UnscoredLimited · 8
$9,999112,301 mi

Comparison: 8 similar vehicles

Garden City, KS

2016 Dodge Journey CrossRoad Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Dodge Journey CrossRoad Plus

Garden City, KS

UnscoredInsufficient · 0
$10,200107,507 mi

Garden City, KS

2015 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Escape SE

Garden City, KS

UnscoredInsufficient · 0
$10,275106,883 mi

Garden City, KS

2018 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Equinox LT

Garden City, KS

UnscoredLimited · 19
$10,600127,467 mi

Comparison: 19 similar vehicles

Garden City, KS

2014 Mazda CX-5 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Mazda CX-5 Touring

Garden City, KS

UnscoredLimited · 10
$10,995140,037 mi

Comparison: 10 similar vehicles

Garden City, KS

2013 Buick Encore Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Buick Encore Premium

Scott City, KS

UnscoredInsufficient · 0
$11,56058,081 mi

Scott City, KS

2014 Dodge Durango Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Dodge Durango Limited

Scott City, KS

UnscoredLimited · 10
$11,900152,000 mi

Comparison: 10 similar vehicles

Scott City, KS

2015 Audi Q5 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Audi Q5 Premium

Garden City, KS

UnscoredInsufficient · 0
$11,99586,879 mi

Garden City, KS

2015 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Jeep Patriot Sport

Garden City, KS

UnscoredInsufficient · 4
$11,997128,001 mi

Comparison: 4 similar vehicles

Garden City, KS

2021 Nissan Kicks S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Nissan Kicks S

Garden City, KS

UnscoredInsufficient · 0
$12,50083,257 mi

Garden City, KS

2019 Jeep Grand Cherokee Upland

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Grand Cherokee Upland

Garden City, KS

UnscoredInsufficient · 0
$12,950129,818 mi

Garden City, KS

2017 Dodge Durango GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Dodge Durango GT

Garden City, KS

UnscoredInsufficient · 3
$12,995126,901 mi

Comparison: 3 similar vehicles

Garden City, KS

2017 Dodge Durango GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Dodge Durango GT

Garden City, KS

UnscoredInsufficient · 3
$12,995Mileage not verified

Comparison: 3 similar vehicles

Garden City, KS

2015 Toyota Highlander XLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Toyota Highlander XLE

Garden City, KS

UnscoredInsufficient · 0
$14,495149,580 mi

Garden City, KS

2023 Mitsubishi Outlander Sport ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Mitsubishi Outlander Sport ES

Garden City, KS

UnscoredInsufficient · 0
$14,995106,445 mi

Garden City, KS

2022 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Ford Edge SEL

Oakley, KS

Great DealModerate · 22
$15,50099,750 mi

Market: $18,694 – $23,789

Comparison: 22 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 892 days listed (based on current market benchmarks)

Oakley, KS

2020 Nissan Rogue SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Nissan Rogue SL

Garden City, KS

UnscoredInsufficient · 0
$15,69982,765 mi

Garden City, KS

2018 Jeep Grand Cherokee Altitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Jeep Grand Cherokee Altitude

Garden City, KS

UnscoredLimited · 5
$15,718120,930 mi

Comparison: 5 similar vehicles

Garden City, KS

2020 Hyundai Palisade SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Hyundai Palisade SE

Garden City, KS

UnscoredInsufficient · 0
$15,895116,300 mi

Garden City, KS

2016 Subaru Crosstrek Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Subaru Crosstrek Premium

Garden City, KS

UnscoredInsufficient · 0
$15,900108,400 mi

Garden City, KS

2020 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Equinox LT

Garden City, KS

Fair PriceLimited · 14
$15,98097,785 mi

Market: $10,995 – $18,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Garden City, KS

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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